Why are some faces lighter than others?
This is Due to your smooth shading.


  Smooth shading fake smoothness by bluring the normals of faces,In some cases there isn't enough geometry to produce good approximation and this cause unexpected shading.


Here is a cube which is smoothed,It has very few faces which doesn't help in producing a good smooth results.



Read my article here for full demonstration.